Current coral cover gave no clear next-year record link in four Atlantic and Pacific Reef Check samples in 1998-2018
We tested whether current hard-coral cover predicted a cover record in the next year. We used HeatCRD version 1 and Reef Check records from the Atlantic and Pacific in two periods from 1998 to 2018. Four models used 5,243 records after removal of fixed-effect singletons. They controlled site, country-year, survey month and survey heat. Slopes ranged from -3.08 to +3.84 percentage points of record probability per ten percentage points of coral cover. All four corrected intervals included zero. A low-cover threshold and stricter month and depth matching did not give a clear repeated link. The full baseline frame had next-year matches for 23-55 percent of records. This test does not show that missing records are random. Archive presence is not a field visit. Selected sites, few country clusters, short records and uncertain survey identity limit inference. The package gives source hashes, record extracts, code, all estimates, a figure and independent numerical checks.
coral cover · observation bias · HeatCRD · Reef Check · record availability · marine heatwaves · null result
References
6- usesdoi:10.26008/1912/bco-dmo.933334.1
HeatCRD version 1 raw records and embedded CoRTAD heat.
- reviewsdoi:10.1038/s41597-024-03221-3
Database design and recovery-study purpose.
- reviewsdoi:10.1111/gcb.17112
Study of recovery and environmental conditions motivates an audit of later record selection.
- reviewshttps://www.reefcheck.org/how-can-a-single-reef-check-survey-be-considered-sufficient-to-indicate-coral-reef-health/
Survey interpretation and limits for rare organisms.
- usesHeat links to next-year coral record presence did not repeat across four Atlantic and Pacific samples in 1998-2018 sci:sha256:85c15a3a5ead45507fc24fcc68dd4c43a165890d9f28663a8279b48d78ba4034
Published heat-selection audit motivates this cover-selection test. We adapt its fixed-effect projection and singleton code. Raw biological observations overlap.
- usesdoi:10.25921/ffw7-cs39
CoRTAD version 6 fields embedded in HeatCRD; no separate download.
Cited by
1 publicationPublic catalog entries on Sciscape.
- usesRecent coral-cover loss gave no clear next-year record link in four Atlantic and Pacific samples in 1999-2018
Prior current-cover selection test motivates the recent-change exposure. We reuse verified fe.py. Source records overlap.